CN113950752A - 用于神经形态切换的双氧化物模拟开关 - Google Patents

用于神经形态切换的双氧化物模拟开关 Download PDF

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Publication number
CN113950752A
CN113950752A CN202080042745.8A CN202080042745A CN113950752A CN 113950752 A CN113950752 A CN 113950752A CN 202080042745 A CN202080042745 A CN 202080042745A CN 113950752 A CN113950752 A CN 113950752A
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oxide
neuromorphic
layer
silicon
forming
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CN202080042745.8A
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Chinese (zh)
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迪帕克·卡马拉纳坦
阿尔卡纳·库马尔
西达斯·克里希南
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Applied Materials Inc
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Applied Materials Inc
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    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/20Multistable switching devices, e.g. memristors
    • H10N70/24Multistable switching devices, e.g. memristors based on migration or redistribution of ionic species, e.g. anions, vacancies
    • H10N70/245Multistable switching devices, e.g. memristors based on migration or redistribution of ionic species, e.g. anions, vacancies the species being metal cations, e.g. programmable metallization cells
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/801Constructional details of multistable switching devices
    • H10N70/881Switching materials
    • H10N70/883Oxides or nitrides
    • H10N70/8833Binary metal oxides, e.g. TaOx
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/011Manufacture or treatment of multistable switching devices
    • H10N70/021Formation of switching materials, e.g. deposition of layers
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/20Multistable switching devices, e.g. memristors
    • H10N70/24Multistable switching devices, e.g. memristors based on migration or redistribution of ionic species, e.g. anions, vacancies
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/801Constructional details of multistable switching devices
    • H10N70/821Device geometry
    • H10N70/826Device geometry adapted for essentially vertical current flow, e.g. sandwich or pillar type devices
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/801Constructional details of multistable switching devices
    • H10N70/881Switching materials
    • H10N70/883Oxides or nitrides
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10NELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10N70/00Solid-state devices having no potential barriers, and specially adapted for rectifying, amplifying, oscillating or switching
    • H10N70/801Constructional details of multistable switching devices
    • H10N70/881Switching materials
    • H10N70/884Switching materials based on at least one element of group IIIA, IVA or VA, e.g. elemental or compound semiconductors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • G06N3/065Analogue means
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11CSTATIC STORES
    • G11C13/00Digital stores characterised by the use of storage elements not covered by groups G11C11/00, G11C23/00, or G11C25/00
    • G11C13/0002Digital stores characterised by the use of storage elements not covered by groups G11C11/00, G11C23/00, or G11C25/00 using resistive RAM [RRAM] elements
    • G11C13/0004Digital stores characterised by the use of storage elements not covered by groups G11C11/00, G11C23/00, or G11C25/00 using resistive RAM [RRAM] elements comprising amorphous/crystalline phase transition cells

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  • Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Theoretical Computer Science (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Chemical & Material Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Semiconductor Memories (AREA)
  • Electrodes Of Semiconductors (AREA)
CN202080042745.8A 2019-06-12 2020-05-26 用于神经形态切换的双氧化物模拟开关 Pending CN113950752A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201962860313P 2019-06-12 2019-06-12
US62/860,313 2019-06-12
PCT/US2020/034500 WO2020251747A1 (fr) 2019-06-12 2020-05-26 Commutateur analogique à double oxyde pour commutation neuromorphique

Publications (1)

Publication Number Publication Date
CN113950752A true CN113950752A (zh) 2022-01-18

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CN202080042745.8A Pending CN113950752A (zh) 2019-06-12 2020-05-26 用于神经形态切换的双氧化物模拟开关

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US (2) US11616195B2 (fr)
EP (1) EP3984074A4 (fr)
JP (1) JP7359876B2 (fr)
CN (1) CN113950752A (fr)
TW (1) TWI738378B (fr)
WO (1) WO2020251747A1 (fr)

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013162086A (ja) * 2012-02-08 2013-08-19 Toshiba Corp 不揮発性抵抗変化素子
WO2013137262A1 (fr) * 2012-03-14 2013-09-19 国立大学法人東京工業大学 Mémoire à changement de résistance
JP5696260B2 (ja) * 2012-09-05 2015-04-08 株式会社アルバック 抵抗変化素子及びその製造方法
JP5572749B2 (ja) 2012-09-26 2014-08-13 パナソニック株式会社 不揮発性記憶素子及びその製造方法
KR101588980B1 (ko) 2014-12-04 2016-01-27 포항공과대학교 산학협력단 뉴로모픽 시스템 응용을 위한 시냅스 소자 및 그 제조방법
US10049732B2 (en) * 2015-02-24 2018-08-14 Hewlett Packard Enterprise Development Lp Determining a state of memristors in a crossbar array
JP6430306B2 (ja) * 2015-03-19 2018-11-28 東芝メモリ株式会社 不揮発性記憶装置
US9767407B2 (en) 2015-09-18 2017-09-19 Samsung Electronics Co., Ltd. Weighting device, neural network, and operating method of the weighting device
US10381557B2 (en) * 2015-12-14 2019-08-13 Shih-Yuan Wang Resistive random-access memory with protected switching layer
KR101811108B1 (ko) 2015-12-16 2017-12-26 포항공과대학교 산학협력단 부도체-도체 전이현상을 이용한 뉴런 소자를 포함한 고집적 뉴로모픽 시스템 및 고집적 뉴로모픽 회로
US10062845B1 (en) * 2016-05-13 2018-08-28 Crossbar, Inc. Flatness of memory cell surfaces
US9887351B1 (en) * 2016-09-30 2018-02-06 International Business Machines Corporation Multivalent oxide cap for analog switching resistive memory
KR102143440B1 (ko) 2017-01-20 2020-08-11 한양대학교 산학협력단 3차원 뉴로모픽 소자 및 그 제조방법
JP2018160547A (ja) * 2017-03-22 2018-10-11 東芝メモリ株式会社 記憶装置
KR102369715B1 (ko) 2017-06-12 2022-03-03 삼성전자주식회사 이차원 물질을 포함하는 비휘발성 메모리 소자 및 이를 포함하는 장치
US11133492B2 (en) 2017-11-30 2021-09-28 International Business Machines Corporation Battery structure with stable voltage for neuromorphic computing
KR101940669B1 (ko) * 2017-12-07 2019-01-21 재단법인 대구경북과학기술원 인공 시냅스 소자 및 이의 제조방법

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Publication number Publication date
KR20220018055A (ko) 2022-02-14
JP7359876B2 (ja) 2023-10-11
US20230232727A1 (en) 2023-07-20
TW202107564A (zh) 2021-02-16
EP3984074A4 (fr) 2023-08-09
WO2020251747A1 (fr) 2020-12-17
US11616195B2 (en) 2023-03-28
TWI738378B (zh) 2021-09-01
EP3984074A1 (fr) 2022-04-20
JP2022536917A (ja) 2022-08-22
US20200395538A1 (en) 2020-12-17

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